DEVELOPMENT... OpenML
Run
60727

Run 60727

Task 58 (Supervised Classification) waveform-5000 Uploaded 16-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I10
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8407
Per class
Build CPU time
0.0068
Build memory
392313936.8
F measure
0.5647
Per class
Kappa
0.4377
KB relative information score
1564.9779
Mean absolute error
0.3482
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6796
Per class
Predictive accuracy
0.624
Prior entropy
1.5849
Recall
0.624
Per class
Relative absolute error
0.7834
Root mean prior squared error
0.4714
Root mean squared error
0.4053
Root relative squared error
0.8599
SciMark benchmark
813.0234